Triple

T30633570
Position Surface form Disambiguated ID Type / Status
Subject Unincorporated Riverside County E779772 entity
Predicate publicWorksProvidedBy P51827 FINISHED
Object Riverside County Transportation and Land Management Agency
The Riverside County Transportation and Land Management Agency is a county government department responsible for planning, building, and maintaining transportation infrastructure and overseeing land use and development in Riverside County, California.
 E1924090 NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Riverside County Transportation and Land Management Agency | Statement: [Unincorporated Riverside County, publicWorksProvidedBy, Riverside County Transportation and Land Management Agency]
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Riverside County Transportation and Land Management Agency
Triple: [Unincorporated Riverside County, publicWorksProvidedBy, Riverside County Transportation and Land Management Agency]
Generated description
The Riverside County Transportation and Land Management Agency is a county government department responsible for planning, building, and maintaining transportation infrastructure and overseeing land use and development in Riverside County, California.
PD Predicate disambiguation gpt-5-mini-2025-08-07 
Target predicate: publicWorksProvidedBy
Context triple: [Unincorporated Riverside County, publicWorksProvidedBy, Riverside County Transportation and Land Management Agency]
  • A. providerOf chosen
    Indicates that one entity supplies, furnishes, or makes available a good, service, or resource to another entity.
  • B. worksFor
    Indicates that one entity is employed by or performs work on behalf of another entity, typically an organization or individual.
  • C. providesSupportTo
    Indicates that one entity offers help, resources, or reinforcement to another entity to aid its function, stability, or success.
  • D. providesThat
    Indicates that one entity stipulates, specifies, or sets forth a condition, rule, or provision that applies to another entity or situation.
  • E. believedToProvide
    Indicates that something is thought or assumed to offer or supply a particular benefit, effect, or resource.
  • F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69f224a431548190a44ad9d088dbf91f completed April 29, 2026, 3:32 p.m.
NER Named-entity recognition batch_69fe031bc6208190860099aef72d8dcb completed May 8, 2026, 3:36 p.m.
NED1 Entity disambiguation (via context triple) batch_6a2863efb21881908d6ebdbeed6decc4 completed June 9, 2026, 7:05 p.m.
NEDg Description generation batch_6a2864c56f7c8190a58fc3d7c85669ad completed June 9, 2026, 7:08 p.m.
NED2 Entity disambiguation (via description) batch_6a28653331c08190b467fba620124049 completed June 9, 2026, 7:10 p.m.
PD Predicate disambiguation batch_69fe014c8b388190b5d4e0cb95ee2be5 completed May 8, 2026, 3:29 p.m.
Created at: April 29, 2026, 8:28 p.m.